New Dynamic Stochastic Source Encoding Combined With a Minmax-Concave Total Variation Regularization Strategy for Full Waveform Inversion. - Deshan Feng; Xiangyu Wang 012; Xun Wang 011 (IEEE Trans. Geosci. Remote. Sens., 2020)

The Noise Attenuation and Stochastic Clutter Removal of Ground Penetrating Radar Based on the K-SVD Dictionary Learning. - Deshan Feng; Shuo Liu; Jun Yang; Xiangyu Wang 012; Xun Wang 011 (IEEE Access, 2021)

Deep Convolutional Denoising Autoencoders with Network Structure Optimization for the High-Fidelity Attenuation of Random GPR Noise. - Deshan Feng; Xiangyu Wang 012; Xun Wang 011; Siyuan Ding; Hua Zhang (Remote. Sens., 2021)

Wavefield Reconstruction Inversion of GPR Data for Permittivity and Conductivity Models in the Frequency Domain Based on Modified Total Variation Regularization. - Deshan Feng; Siyuan Ding; Xun Wang 011; Xiangyu Wang 012 (IEEE Trans. Geosci. Remote. Sens., 2022)

GPR Data Reconstruction Using Residual Feature Distillation Block U-Net. - Qianwei Dai; Yue He; Yi Lei; Jianwei Lei; Xiangyu Wang 012; Bin Zhang 034 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Enhancing GPR Multisource Reverse Time Migration With a Feature Pyramid Attention Network. - Xiangyu Wang 012; Junhong Chen; Guiquan Yuan; Qin He; Hai Liu 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

VAE-ResNet Cascade Network: An Advanced Algorithm for Stochastic Clutter Suppression in Ground Penetrating Radar Data. - Xiangyu Wang 012; Hai Liu 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

FusionInv-GAN: Advancing GPR Data Inversion With RTM-Guided Deep Learning Techniques. - Xiangyu Wang 012; Guiquan Yuan; Xu Meng; Hai Liu 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

GPR-FWI-Py: Open-source Python software for multi-scale regularized full waveform inversion in Ground Penetrating Radar using random excitation sources. - Xiangyu Wang 012; Hai Liu 002; Xu Meng; Hesong Hu (Comput. Geosci., 2025)